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newton-physics

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Alloy: a multi-material, parallel physics engine for robot learning, built on Newton, MuJoCo Warp and Warp. Rigid robots, cloth, liquids and soft bodies in one scene, in parallel worlds on a GPU (thousands for free rigid bodies, up to 4,096 for a robot arm), or on a CPU. Python 3.11 or 3.12.

  • Updated Nov 12, 2026
  • Python
robot-reel

Review Physical AI with original evidence: compare VLM explanations against recorded robot outcomes, replay SmolVLA failures, and inspect Newton/Genesis simulations offline.

  • Updated Nov 10, 2026
  • Python

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